Copyright	(c) 2013-2023 Brendan Hay
License	Mozilla Public License, v. 2.0.
Maintainer	Brendan Hay
Stability	auto-generated
Portability	non-portable (GHC extensions)
Safe Haskell	Safe-Inferred
Language	Haskell2010

Amazonka.SageMaker.Types.DebugHookConfig

Description

Documentation

data DebugHookConfig Source #

Configuration information for the Amazon SageMaker Debugger hook parameters, metric and tensor collections, and storage paths. To learn more about how to configure the DebugHookConfig parameter, see Use the SageMaker and Debugger Configuration API Operations to Create, Update, and Debug Your Training Job.

See: newDebugHookConfig smart constructor.

Constructors

DebugHookConfig'

Fields

collectionConfigurations :: Maybe [CollectionConfiguration]
Configuration information for Amazon SageMaker Debugger tensor collections. To learn more about how to configure the CollectionConfiguration parameter, see Use the SageMaker and Debugger Configuration API Operations to Create, Update, and Debug Your Training Job.
hookParameters :: Maybe (HashMap Text Text)
Configuration information for the Amazon SageMaker Debugger hook parameters.
localPath :: Maybe Text
Path to local storage location for metrics and tensors. Defaults to /opt/ml/output/tensors/.
s3OutputPath :: Text
Path to Amazon S3 storage location for metrics and tensors.

Instances

Instances details

FromJSON DebugHookConfig Source #
Instance details Defined in Amazonka.SageMaker.Types.DebugHookConfig Methods parseJSON :: Value -> Parser DebugHookConfig # parseJSONList :: Value -> Parser [DebugHookConfig] #
ToJSON DebugHookConfig Source #
Instance details Defined in Amazonka.SageMaker.Types.DebugHookConfig Methods toJSON :: DebugHookConfig -> Value # toEncoding :: DebugHookConfig -> Encoding # toJSONList :: [DebugHookConfig] -> Value # toEncodingList :: [DebugHookConfig] -> Encoding #
Generic DebugHookConfig Source #
Instance details Defined in Amazonka.SageMaker.Types.DebugHookConfig Associated Types type Rep DebugHookConfig :: Type -> Type # Methods from :: DebugHookConfig -> Rep DebugHookConfig x # to :: Rep DebugHookConfig x -> DebugHookConfig #
Read DebugHookConfig Source #
Instance details Defined in Amazonka.SageMaker.Types.DebugHookConfig Methods readsPrec :: Int -> ReadS DebugHookConfig # readList :: ReadS [DebugHookConfig] # readPrec :: ReadPrec DebugHookConfig # readListPrec :: ReadPrec [DebugHookConfig] #
Show DebugHookConfig Source #
Instance details Defined in Amazonka.SageMaker.Types.DebugHookConfig Methods showsPrec :: Int -> DebugHookConfig -> ShowS # show :: DebugHookConfig -> String # showList :: [DebugHookConfig] -> ShowS #
NFData DebugHookConfig Source #
Instance details Defined in Amazonka.SageMaker.Types.DebugHookConfig Methods rnf :: DebugHookConfig -> () #
Eq DebugHookConfig Source #
Instance details Defined in Amazonka.SageMaker.Types.DebugHookConfig Methods (==) :: DebugHookConfig -> DebugHookConfig -> Bool # (/=) :: DebugHookConfig -> DebugHookConfig -> Bool #
Hashable DebugHookConfig Source #
Instance details Defined in Amazonka.SageMaker.Types.DebugHookConfig Methods hashWithSalt :: Int -> DebugHookConfig -> Int # hash :: DebugHookConfig -> Int #
type Rep DebugHookConfig Source #
Instance details Defined in Amazonka.SageMaker.Types.DebugHookConfig type Rep DebugHookConfig = D1 ('MetaData "DebugHookConfig" "Amazonka.SageMaker.Types.DebugHookConfig" "amazonka-sagemaker-2.0-9SyrKZ4KqhsL1qX9u3ILA3" 'False) (C1 ('MetaCons "DebugHookConfig'" 'PrefixI 'True) ((S1 ('MetaSel ('Just "collectionConfigurations") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe [CollectionConfiguration])) :: S1 ('MetaSel ('Just "hookParameters") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe (HashMap Text Text)))) :: (S1 ('MetaSel ('Just "localPath") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe Text)) :*: S1 ('MetaSel ('Just "s3OutputPath") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 Text))))

newDebugHookConfig Source #

Arguments

:: Text	`$sel:s3OutputPath:DebugHookConfig'`
-> DebugHookConfig

Create a value of DebugHookConfig with all optional fields omitted.

Use generic-lens or optics to modify other optional fields.

The following record fields are available, with the corresponding lenses provided for backwards compatibility:

$sel:collectionConfigurations:DebugHookConfig', debugHookConfig_collectionConfigurations - Configuration information for Amazon SageMaker Debugger tensor collections. To learn more about how to configure the CollectionConfiguration parameter, see Use the SageMaker and Debugger Configuration API Operations to Create, Update, and Debug Your Training Job.

$sel:hookParameters:DebugHookConfig', debugHookConfig_hookParameters - Configuration information for the Amazon SageMaker Debugger hook parameters.

$sel:localPath:DebugHookConfig', debugHookConfig_localPath - Path to local storage location for metrics and tensors. Defaults to /opt/ml/output/tensors/.

$sel:s3OutputPath:DebugHookConfig', debugHookConfig_s3OutputPath - Path to Amazon S3 storage location for metrics and tensors.

debugHookConfig_collectionConfigurations :: Lens' DebugHookConfig (Maybe [CollectionConfiguration]) Source #

Configuration information for Amazon SageMaker Debugger tensor collections. To learn more about how to configure the CollectionConfiguration parameter, see Use the SageMaker and Debugger Configuration API Operations to Create, Update, and Debug Your Training Job.

debugHookConfig_hookParameters :: Lens' DebugHookConfig (Maybe (HashMap Text Text)) Source #

Configuration information for the Amazon SageMaker Debugger hook parameters.

debugHookConfig_localPath :: Lens' DebugHookConfig (Maybe Text) Source #

Path to local storage location for metrics and tensors. Defaults to /opt/ml/output/tensors/.

debugHookConfig_s3OutputPath :: Lens' DebugHookConfig Text Source #

Path to Amazon S3 storage location for metrics and tensors.